Overview
Brought to you by YData
Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 217140 |
| Missing cells | 283641 |
| Missing cells (%) | 4.8% |
| Duplicate rows | 47971 |
| Duplicate rows (%) | 22.1% |
| Total size in memory | 81.0 MiB |
| Average record size in memory | 391.2 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 13 |
| Categorical | 10 |
| Unsupported | 1 |
| DateTime | 1 |
n_hog has constant value "1" | Constant |
| Dataset has 47971 (22.1%) duplicate rows | Duplicates |
p1 is highly overall correlated with p3 | High correlation |
p2 is highly overall correlated with p4 | High correlation |
p3 is highly overall correlated with p1 | High correlation |
p4 is highly overall correlated with p2 | High correlation |
h_mud is highly imbalanced (87.6%) | Imbalance |
p14 is highly imbalanced (61.9%) | Imbalance |
p15 is highly imbalanced (52.6%) | Imbalance |
i_per has 44941 (20.7%) missing values | Missing |
ing has 162190 (74.7%) missing values | Missing |
fch_def has 38255 (17.6%) missing values | Missing |
year has 38255 (17.6%) missing values | Missing |
con is highly skewed (γ1 = -27.51120919) | Skewed |
i_per is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2024-11-06 23:51:16.290605 |
|---|---|
| Analysis finished | 2024-11-06 23:52:12.610952 |
| Duration | 56.32 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
fol
Text
| Distinct | 219 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.4 MiB |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11B167 |
|---|---|
| 2nd row | 11B167 |
| 3rd row | 11B167 |
| 4th row | 11B167 |
| 5th row | 11B167 |
| Value | Count | Frequency (%) |
| 11a201 | 1818 | 0.8% |
| 11a208 | 1691 | 0.8% |
| 12b157 | 1687 | 0.8% |
| 11a205 | 1686 | 0.8% |
| 11a218 | 1654 | 0.8% |
| 12a177 | 1640 | 0.8% |
| 11b155 | 1632 | 0.8% |
| 12a164 | 1626 | 0.7% |
| 11b211 | 1626 | 0.7% |
| 12b165 | 1623 | 0.7% |
| Other values (209) | 200457 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 512600 | |
| 2 | 177953 | 13.7% |
| B | 115185 | 8.8% |
| A | 101955 | 7.8% |
| 7 | 74653 | 5.7% |
| 3 | 62942 | 4.8% |
| 6 | 55450 | 4.3% |
| 8 | 48370 | 3.7% |
| 5 | 47776 | 3.7% |
| 0 | 40373 | 3.1% |
| Other values (2) | 65583 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1302840 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 512600 | |
| 2 | 177953 | 13.7% |
| B | 115185 | 8.8% |
| A | 101955 | 7.8% |
| 7 | 74653 | 5.7% |
| 3 | 62942 | 4.8% |
| 6 | 55450 | 4.3% |
| 8 | 48370 | 3.7% |
| 5 | 47776 | 3.7% |
| 0 | 40373 | 3.1% |
| Other values (2) | 65583 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1302840 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 512600 | |
| 2 | 177953 | 13.7% |
| B | 115185 | 8.8% |
| A | 101955 | 7.8% |
| 7 | 74653 | 5.7% |
| 3 | 62942 | 4.8% |
| 6 | 55450 | 4.3% |
| 8 | 48370 | 3.7% |
| 5 | 47776 | 3.7% |
| 0 | 40373 | 3.1% |
| Other values (2) | 65583 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1302840 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 512600 | |
| 2 | 177953 | 13.7% |
| B | 115185 | 8.8% |
| A | 101955 | 7.8% |
| 7 | 74653 | 5.7% |
| 3 | 62942 | 4.8% |
| 6 | 55450 | 4.3% |
| 8 | 48370 | 3.7% |
| 5 | 47776 | 3.7% |
| 0 | 40373 | 3.1% |
| Other values (2) | 65583 | 5.0% |
ent
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.686824 |
| Minimum | 1 |
|---|---|
| Maximum | 32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 9 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 30 |
| Maximum | 32 |
| Range | 31 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.8373219 |
|---|---|
| Coefficient of variation (CV) | 0.49961176 |
| Kurtosis | -0.61108292 |
| Mean | 15.686824 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.2040933 |
| Sum | 3406237 |
| Variance | 61.423614 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 19 | 24375 | 11.2% |
| 14 | 23380 | 10.8% |
| 9 | 21111 | 9.7% |
| 15 | 18158 | 8.4% |
| 11 | 8850 | 4.1% |
| 1 | 5750 | 2.6% |
| 21 | 5747 | 2.6% |
| 5 | 5533 | 2.5% |
| 17 | 5272 | 2.4% |
| 20 | 5060 | 2.3% |
| Other values (22) | 93904 |
| Value | Count | Frequency (%) |
| 1 | 5750 | 2.6% |
| 2 | 4502 | 2.1% |
| 3 | 3444 | 1.6% |
| 4 | 3895 | 1.8% |
| 5 | 5533 | 2.5% |
| 6 | 3581 | 1.6% |
| 7 | 4812 | 2.2% |
| 8 | 3839 | 1.8% |
| 9 | 21111 | |
| 10 | 4914 | 2.3% |
| Value | Count | Frequency (%) |
| 32 | 4210 | |
| 31 | 4459 | |
| 30 | 4997 | |
| 29 | 4140 | |
| 28 | 4088 | |
| 27 | 3825 | |
| 26 | 4213 | |
| 25 | 4853 | |
| 24 | 4262 | |
| 23 | 4063 |
con
Real number (ℝ)
Skewed
| Distinct | 815 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40295.016 |
| Minimum | 22251 |
|---|---|
| Maximum | 41420 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 22251 |
|---|---|
| 5-th percentile | 40027 |
| Q1 | 40151 |
| median | 40271 |
| Q3 | 40391 |
| 95-th percentile | 40598 |
| Maximum | 41420 |
| Range | 19169 |
| Interquartile range (IQR) | 240 |
Descriptive statistics
| Standard deviation | 491.43832 |
|---|---|
| Coefficient of variation (CV) | 0.012196007 |
| Kurtosis | 1018.0357 |
| Mean | 40295.016 |
| Median Absolute Deviation (MAD) | 120 |
| Skewness | -27.511209 |
| Sum | 8.7496598 × 109 |
| Variance | 241511.62 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40269 | 1227 | 0.6% |
| 40271 | 1161 | 0.5% |
| 40277 | 1157 | 0.5% |
| 40403 | 1060 | 0.5% |
| 40279 | 975 | 0.4% |
| 40406 | 946 | 0.4% |
| 40402 | 909 | 0.4% |
| 40273 | 895 | 0.4% |
| 40305 | 888 | 0.4% |
| 40405 | 888 | 0.4% |
| Other values (805) | 207034 |
| Value | Count | Frequency (%) |
| 22251 | 64 | < 0.1% |
| 22256 | 25 | < 0.1% |
| 22259 | 33 | < 0.1% |
| 40001 | 388 | |
| 40002 | 402 | |
| 40003 | 333 | |
| 40004 | 230 | |
| 40005 | 426 | |
| 40006 | 301 | |
| 40007 | 267 |
| Value | Count | Frequency (%) |
| 41420 | 41 | < 0.1% |
| 41419 | 56 | |
| 41418 | 44 | < 0.1% |
| 41417 | 48 | |
| 41415 | 32 | < 0.1% |
| 41412 | 116 | |
| 41411 | 65 | |
| 41409 | 56 | |
| 41408 | 21 | < 0.1% |
| 41406 | 39 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 55204 | |
| 4 | 54012 | |
| 1 | 54005 | |
| 2 | 53919 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 55204 | |
| 4 | 54012 | |
| 1 | 54005 | |
| 2 | 53919 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 55204 | |
| 4 | 54012 | |
| 1 | 54005 | |
| 2 | 53919 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 55204 | |
| 4 | 54012 | |
| 1 | 54005 | |
| 2 | 53919 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 55204 | |
| 4 | 54012 | |
| 1 | 54005 | |
| 2 | 53919 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 55204 | |
| 4 | 54012 | |
| 1 | 54005 | |
| 2 | 53919 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 217140 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 217140 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 217140 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 217140 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 217140 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 217140 |
h_mud
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 MiB |
| 0 | |
|---|---|
| 1 | 7683 |
| 2 | 522 |
| 3 | 40 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 208895 | |
| 1 | 7683 | 3.5% |
| 2 | 522 | 0.2% |
| 3 | 40 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 208895 | |
| 1 | 7683 | 3.5% |
| 2 | 522 | 0.2% |
| 3 | 40 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 208895 | |
| 1 | 7683 | 3.5% |
| 2 | 522 | 0.2% |
| 3 | 40 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 208895 | |
| 1 | 7683 | 3.5% |
| 2 | 522 | 0.2% |
| 3 | 40 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 208895 | |
| 1 | 7683 | 3.5% |
| 2 | 522 | 0.2% |
| 3 | 40 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 208895 | |
| 1 | 7683 | 3.5% |
| 2 | 522 | 0.2% |
| 3 | 40 | < 0.1% |
i_per
Unsupported
Missing Rejected Unsupported
| Missing | 44941 |
|---|---|
| Missing (%) | 20.7% |
| Memory size | 9.1 MiB |
ing
Real number (ℝ)
Missing
| Distinct | 387 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 162190 |
| Missing (%) | 74.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3419.1977 |
| Minimum | 25 |
|---|---|
| Maximum | 250000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 25 |
|---|---|
| 5-th percentile | 500 |
| Q1 | 1200 |
| median | 1900 |
| Q3 | 3600 |
| 95-th percentile | 10000 |
| Maximum | 250000 |
| Range | 249975 |
| Interquartile range (IQR) | 2400 |
Descriptive statistics
| Standard deviation | 5889.1451 |
|---|---|
| Coefficient of variation (CV) | 1.7223763 |
| Kurtosis | 391.8691 |
| Mean | 3419.1977 |
| Median Absolute Deviation (MAD) | 900 |
| Skewness | 13.519539 |
| Sum | 1.8788491 × 108 |
| Variance | 34682030 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1500 | 4728 | 2.2% |
| 2000 | 4644 | 2.1% |
| 1000 | 4168 | 1.9% |
| 1200 | 3949 | 1.8% |
| 3000 | 3048 | 1.4% |
| 2500 | 2231 | 1.0% |
| 5000 | 2041 | 0.9% |
| 4000 | 1920 | 0.9% |
| 1800 | 1751 | 0.8% |
| 800 | 1636 | 0.8% |
| Other values (377) | 24834 | 11.4% |
| (Missing) | 162190 |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 30 | 2 | < 0.1% |
| 40 | 2 | < 0.1% |
| 50 | 27 | |
| 60 | 5 | < 0.1% |
| 70 | 4 | < 0.1% |
| 75 | 1 | < 0.1% |
| 80 | 9 | < 0.1% |
| 90 | 3 | < 0.1% |
| 99 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 250000 | 5 | < 0.1% |
| 200000 | 2 | < 0.1% |
| 150009 | 1 | < 0.1% |
| 150000 | 2 | < 0.1% |
| 100000 | 17 | |
| 95000 | 1 | < 0.1% |
| 80000 | 9 | |
| 75000 | 6 | < 0.1% |
| 70001 | 1 | < 0.1% |
| 70000 | 12 |
mpio
Real number (ℝ)
| Distinct | 91 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.076932 |
| Minimum | 1 |
|---|---|
| Maximum | 553 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 26 |
| Q3 | 50 |
| 95-th percentile | 120 |
| Maximum | 553 |
| Range | 552 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 52.167613 |
|---|---|
| Coefficient of variation (CV) | 1.2699978 |
| Kurtosis | 18.384848 |
| Mean | 41.076932 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 3.390494 |
| Sum | 8919445 |
| Variance | 2721.4598 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 39 | 15213 | 7.0% |
| 5 | 12233 | 5.6% |
| 1 | 9809 | 4.5% |
| 6 | 9721 | 4.5% |
| 30 | 9113 | 4.2% |
| 4 | 8539 | 3.9% |
| 20 | 8487 | 3.9% |
| 101 | 8279 | 3.8% |
| 2 | 7738 | 3.6% |
| 17 | 6976 | 3.2% |
| Other values (81) | 121032 |
| Value | Count | Frequency (%) |
| 1 | 9809 | |
| 2 | 7738 | |
| 3 | 6256 | |
| 4 | 8539 | |
| 5 | 12233 | |
| 6 | 9721 | |
| 7 | 6957 | |
| 8 | 1718 | 0.8% |
| 9 | 1620 | 0.7% |
| 10 | 3288 | 1.5% |
| Value | Count | Frequency (%) |
| 553 | 104 | < 0.1% |
| 403 | 27 | < 0.1% |
| 399 | 314 | 0.1% |
| 390 | 533 | 0.2% |
| 385 | 631 | 0.3% |
| 350 | 176 | 0.1% |
| 293 | 92 | < 0.1% |
| 193 | 3839 | |
| 157 | 72 | < 0.1% |
| 140 | 260 | 0.1% |
ageb
Text
| Distinct | 3235 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 11.2 MiB |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.968145 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 025-1 |
|---|---|
| 2nd row | 025-1 |
| 3rd row | 025-1 |
| 4th row | 025-1 |
| 5th row | 025-1 |
| Value | Count | Frequency (%) |
| 025-1 | 393 | 0.2% |
| 021-a | 382 | 0.2% |
| 065-2 | 369 | 0.2% |
| 031-0 | 332 | 0.2% |
| 039-7 | 329 | 0.2% |
| 036-3 | 328 | 0.2% |
| 039-3 | 328 | 0.2% |
| 013-3 | 305 | 0.1% |
| 161-6 | 296 | 0.1% |
| 141-6 | 296 | 0.1% |
| Other values (3225) | 213782 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 210223 | |
| 0 | 141443 | |
| 1 | 124512 | |
| 2 | 97451 | |
| 3 | 86249 | |
| 4 | 77667 | 7.2% |
| 5 | 73357 | 6.8% |
| 6 | 66129 | 6.1% |
| 7 | 63161 | 5.9% |
| 8 | 59250 | 5.5% |
| Other values (2) | 79341 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1078783 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 210223 | |
| 0 | 141443 | |
| 1 | 124512 | |
| 2 | 97451 | |
| 3 | 86249 | |
| 4 | 77667 | 7.2% |
| 5 | 73357 | 6.8% |
| 6 | 66129 | 6.1% |
| 7 | 63161 | 5.9% |
| 8 | 59250 | 5.5% |
| Other values (2) | 79341 | 7.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1078783 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 210223 | |
| 0 | 141443 | |
| 1 | 124512 | |
| 2 | 97451 | |
| 3 | 86249 | |
| 4 | 77667 | 7.2% |
| 5 | 73357 | 6.8% |
| 6 | 66129 | 6.1% |
| 7 | 63161 | 5.9% |
| 8 | 59250 | 5.5% |
| Other values (2) | 79341 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1078783 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 210223 | |
| 0 | 141443 | |
| 1 | 124512 | |
| 2 | 97451 | |
| 3 | 86249 | |
| 4 | 77667 | 7.2% |
| 5 | 73357 | 6.8% |
| 6 | 66129 | 6.1% |
| 7 | 63161 | 5.9% |
| 8 | 59250 | 5.5% |
| Other values (2) | 79341 | 7.4% |
fch_def
Date
Missing
| Distinct | 468 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 38255 |
| Missing (%) | 17.6% |
| Memory size | 1.7 MiB |
| Minimum | 2018-01-03 00:00:00 |
|---|---|
| Maximum | 2022-12-12 00:00:00 |
Histogram with fixed size bins (bins=50)
p1
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2210509 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.78781768 |
|---|---|
| Coefficient of variation (CV) | 0.24458405 |
| Kurtosis | -0.19985358 |
| Mean | 3.2210509 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.11988718 |
| Sum | 699419 |
| Variance | 0.6206567 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 100944 | |
| 4 | 72142 | |
| 2 | 34363 | 15.8% |
| 5 | 7373 | 3.4% |
| 1 | 2296 | 1.1% |
| 6 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2296 | 1.1% |
| 2 | 34363 | 15.8% |
| 3 | 100944 | |
| 4 | 72142 | |
| 5 | 7373 | 3.4% |
| 6 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 22 | < 0.1% |
| 5 | 7373 | 3.4% |
| 4 | 72142 | |
| 3 | 100944 | |
| 2 | 34363 | 15.8% |
| 1 | 2296 | 1.1% |
p2
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9063738 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.94498544 |
|---|---|
| Coefficient of variation (CV) | 0.32514243 |
| Kurtosis | 0.46240853 |
| Mean | 2.9063738 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.58539957 |
| Sum | 631090 |
| Variance | 0.89299747 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 85853 | |
| 2 | 72394 | |
| 4 | 42206 | |
| 5 | 7193 | 3.3% |
| 1 | 6602 | 3.0% |
| 6 | 2892 | 1.3% |
| Value | Count | Frequency (%) |
| 1 | 6602 | 3.0% |
| 2 | 72394 | |
| 3 | 85853 | |
| 4 | 42206 | |
| 5 | 7193 | 3.3% |
| 6 | 2892 | 1.3% |
| Value | Count | Frequency (%) |
| 6 | 2892 | 1.3% |
| 5 | 7193 | 3.3% |
| 4 | 42206 | |
| 3 | 85853 | |
| 2 | 72394 | |
| 1 | 6602 | 3.0% |
p3
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.162591 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.76360676 |
|---|---|
| Coefficient of variation (CV) | 0.24144974 |
| Kurtosis | -0.052884322 |
| Mean | 3.162591 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.072139686 |
| Sum | 686725 |
| Variance | 0.58309528 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 109177 | |
| 4 | 64447 | |
| 2 | 35526 | 16.4% |
| 5 | 5486 | 2.5% |
| 1 | 2420 | 1.1% |
| 6 | 84 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 2420 | 1.1% |
| 2 | 35526 | 16.4% |
| 3 | 109177 | |
| 4 | 64447 | |
| 5 | 5486 | 2.5% |
| 6 | 84 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 84 | < 0.1% |
| 5 | 5486 | 2.5% |
| 4 | 64447 | |
| 3 | 109177 | |
| 2 | 35526 | 16.4% |
| 1 | 2420 | 1.1% |
p4
Real number (ℝ)
High correlation
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8578797 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.92279829 |
|---|---|
| Coefficient of variation (CV) | 0.32289613 |
| Kurtosis | 0.60494927 |
| Mean | 2.8578797 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.62982108 |
| Sum | 620560 |
| Variance | 0.85155669 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 86961 | |
| 2 | 76175 | |
| 4 | 38603 | |
| 1 | 6668 | 3.1% |
| 5 | 6151 | 2.8% |
| 6 | 2582 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 6668 | 3.1% |
| 2 | 76175 | |
| 3 | 86961 | |
| 4 | 38603 | |
| 5 | 6151 | 2.8% |
| 6 | 2582 | 1.2% |
| Value | Count | Frequency (%) |
| 6 | 2582 | 1.2% |
| 5 | 6151 | 2.8% |
| 4 | 38603 | |
| 3 | 86961 | |
| 2 | 76175 | |
| 1 | 6668 | 3.1% |
p5
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6166482 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.79022722 |
|---|---|
| Coefficient of variation (CV) | 0.21849712 |
| Kurtosis | 0.20887128 |
| Mean | 3.6166482 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.49341334 |
| Sum | 785319 |
| Variance | 0.62445906 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 4 | 116214 | |
| 3 | 61620 | |
| 2 | 18980 | 8.7% |
| 5 | 18913 | 8.7% |
| 1 | 1080 | 0.5% |
| 6 | 333 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 1080 | 0.5% |
| 2 | 18980 | 8.7% |
| 3 | 61620 | |
| 4 | 116214 | |
| 5 | 18913 | 8.7% |
| 6 | 333 | 0.2% |
| Value | Count | Frequency (%) |
| 6 | 333 | 0.2% |
| 5 | 18913 | 8.7% |
| 4 | 116214 | |
| 3 | 61620 | |
| 2 | 18980 | 8.7% |
| 1 | 1080 | 0.5% |
p6
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2267661 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0381307 |
|---|---|
| Coefficient of variation (CV) | 0.3217248 |
| Kurtosis | -0.37994971 |
| Mean | 3.2267661 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.31115559 |
| Sum | 700660 |
| Variance | 1.0777154 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 71873 | |
| 4 | 62361 | |
| 2 | 56155 | |
| 5 | 19219 | 8.9% |
| 6 | 3932 | 1.8% |
| 1 | 3600 | 1.7% |
| Value | Count | Frequency (%) |
| 1 | 3600 | 1.7% |
| 2 | 56155 | |
| 3 | 71873 | |
| 4 | 62361 | |
| 5 | 19219 | 8.9% |
| 6 | 3932 | 1.8% |
| Value | Count | Frequency (%) |
| 6 | 3932 | 1.8% |
| 5 | 19219 | 8.9% |
| 4 | 62361 | |
| 3 | 71873 | |
| 2 | 56155 | |
| 1 | 3600 | 1.7% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 109148 | |
| 2 | 75723 | |
| 1 | 32197 | 14.8% |
| 4 | 72 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 109148 | |
| 2 | 75723 | |
| 1 | 32197 | 14.8% |
| 4 | 72 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 109148 | |
| 2 | 75723 | |
| 1 | 32197 | 14.8% |
| 4 | 72 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 109148 | |
| 2 | 75723 | |
| 1 | 32197 | 14.8% |
| 4 | 72 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 109148 | |
| 2 | 75723 | |
| 1 | 32197 | 14.8% |
| 4 | 72 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 109148 | |
| 2 | 75723 | |
| 1 | 32197 | 14.8% |
| 4 | 72 | < 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 133831 | |
| 2 | 69203 | |
| 1 | 13885 | 6.4% |
| 4 | 221 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 133831 | |
| 2 | 69203 | |
| 1 | 13885 | 6.4% |
| 4 | 221 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 133831 | |
| 2 | 69203 | |
| 1 | 13885 | 6.4% |
| 4 | 221 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 133831 | |
| 2 | 69203 | |
| 1 | 13885 | 6.4% |
| 4 | 221 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 133831 | |
| 2 | 69203 | |
| 1 | 13885 | 6.4% |
| 4 | 221 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 133831 | |
| 2 | 69203 | |
| 1 | 13885 | 6.4% |
| 4 | 221 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 156886 | |
| 1 | 57316 | 26.4% |
| 3 | 2938 | 1.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 156886 | |
| 1 | 57316 | 26.4% |
| 3 | 2938 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 156886 | |
| 1 | 57316 | 26.4% |
| 3 | 2938 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 156886 | |
| 1 | 57316 | 26.4% |
| 3 | 2938 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 156886 | |
| 1 | 57316 | 26.4% |
| 3 | 2938 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 156886 | |
| 1 | 57316 | 26.4% |
| 3 | 2938 | 1.4% |
p10
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 MiB |
| 2 | |
|---|---|
| 1 | |
| 4 | 4953 |
| 3 | 324 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 150546 | |
| 1 | 61317 | |
| 4 | 4953 | 2.3% |
| 3 | 324 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 150546 | |
| 1 | 61317 | |
| 4 | 4953 | 2.3% |
| 3 | 324 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 150546 | |
| 1 | 61317 | |
| 4 | 4953 | 2.3% |
| 3 | 324 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 150546 | |
| 1 | 61317 | |
| 4 | 4953 | 2.3% |
| 3 | 324 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 150546 | |
| 1 | 61317 | |
| 4 | 4953 | 2.3% |
| 3 | 324 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 150546 | |
| 1 | 61317 | |
| 4 | 4953 | 2.3% |
| 3 | 324 | 0.1% |
p11
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0626048 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.84996755 |
|---|---|
| Coefficient of variation (CV) | 0.27753093 |
| Kurtosis | 0.5650499 |
| Mean | 3.0626048 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.44429864 |
| Sum | 665014 |
| Variance | 0.72244484 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 104495 | |
| 2 | 51018 | |
| 4 | 50123 | |
| 5 | 6733 | 3.1% |
| 1 | 2658 | 1.2% |
| 6 | 2113 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 2658 | 1.2% |
| 2 | 51018 | |
| 3 | 104495 | |
| 4 | 50123 | |
| 5 | 6733 | 3.1% |
| 6 | 2113 | 1.0% |
| Value | Count | Frequency (%) |
| 6 | 2113 | 1.0% |
| 5 | 6733 | 3.1% |
| 4 | 50123 | |
| 3 | 104495 | |
| 2 | 51018 | |
| 1 | 2658 | 1.2% |
p12
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9362393 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.143216 |
|---|---|
| Coefficient of variation (CV) | 0.23159654 |
| Kurtosis | -0.54654949 |
| Mean | 4.9362393 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.66816962 |
| Sum | 1071855 |
| Variance | 1.3069427 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 6 | 95561 | |
| 4 | 52296 | |
| 5 | 41840 | |
| 3 | 21840 | 10.1% |
| 2 | 4446 | 2.0% |
| 7 | 756 | 0.3% |
| 1 | 401 | 0.2% |
| Value | Count | Frequency (%) |
| 1 | 401 | 0.2% |
| 2 | 4446 | 2.0% |
| 3 | 21840 | 10.1% |
| 4 | 52296 | |
| 5 | 41840 | |
| 6 | 95561 | |
| 7 | 756 | 0.3% |
| Value | Count | Frequency (%) |
| 7 | 756 | 0.3% |
| 6 | 95561 | |
| 5 | 41840 | |
| 4 | 52296 | |
| 3 | 21840 | 10.1% |
| 2 | 4446 | 2.0% |
| 1 | 401 | 0.2% |
p13
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2499401 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0700319 |
|---|---|
| Coefficient of variation (CV) | 0.32924664 |
| Kurtosis | -0.34886821 |
| Mean | 3.2499401 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.32346223 |
| Sum | 705692 |
| Variance | 1.1449682 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 89053 | |
| 2 | 45816 | |
| 4 | 43246 | |
| 5 | 29468 | 13.6% |
| 1 | 6153 | 2.8% |
| 6 | 3404 | 1.6% |
| Value | Count | Frequency (%) |
| 1 | 6153 | 2.8% |
| 2 | 45816 | |
| 3 | 89053 | |
| 4 | 43246 | |
| 5 | 29468 | 13.6% |
| 6 | 3404 | 1.6% |
| Value | Count | Frequency (%) |
| 6 | 3404 | 1.6% |
| 5 | 29468 | 13.6% |
| 4 | 43246 | |
| 3 | 89053 | |
| 2 | 45816 | |
| 1 | 6153 | 2.8% |
p14
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 MiB |
| 3 | |
|---|---|
| 2 | 16266 |
| 1 | 15678 |
| 4 | 225 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 184971 | |
| 2 | 16266 | 7.5% |
| 1 | 15678 | 7.2% |
| 4 | 225 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 184971 | |
| 2 | 16266 | 7.5% |
| 1 | 15678 | 7.2% |
| 4 | 225 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 184971 | |
| 2 | 16266 | 7.5% |
| 1 | 15678 | 7.2% |
| 4 | 225 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 184971 | |
| 2 | 16266 | 7.5% |
| 1 | 15678 | 7.2% |
| 4 | 225 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 184971 | |
| 2 | 16266 | 7.5% |
| 1 | 15678 | 7.2% |
| 4 | 225 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 184971 | |
| 2 | 16266 | 7.5% |
| 1 | 15678 | 7.2% |
| 4 | 225 | 0.1% |
p15
Categorical
Imbalance
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.4 MiB |
| 3 | |
|---|---|
| 1 | |
| 2 | |
| 4 | 268 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 172498 | |
| 1 | 23605 | 10.9% |
| 2 | 20769 | 9.6% |
| 4 | 268 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 172498 | |
| 1 | 23605 | 10.9% |
| 2 | 20769 | 9.6% |
| 4 | 268 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 172498 | |
| 1 | 23605 | 10.9% |
| 2 | 20769 | 9.6% |
| 4 | 268 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 172498 | |
| 1 | 23605 | 10.9% |
| 2 | 20769 | 9.6% |
| 4 | 268 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 172498 | |
| 1 | 23605 | 10.9% |
| 2 | 20769 | 9.6% |
| 4 | 268 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 217140 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 172498 | |
| 1 | 23605 | 10.9% |
| 2 | 20769 | 9.6% |
| 4 | 268 | 0.1% |
year
Categorical
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 38255 |
| Missing (%) | 17.6% |
| Memory size | 11.4 MiB |
| 2018.0 | |
|---|---|
| 2022.0 | |
| 2020.0 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2018.0 |
|---|---|
| 2nd row | 2018.0 |
| 3rd row | 2018.0 |
| 4th row | 2018.0 |
| 5th row | 2018.0 |
Common Values
| Value | Count | Frequency (%) |
| 2018.0 | 77605 | |
| 2022.0 | 53819 | |
| 2020.0 | 47461 | |
| (Missing) | 38255 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2018.0 | 77605 | |
| 2022.0 | 53819 | |
| 2020.0 | 47461 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 405231 | |
| 2 | 333984 | |
| . | 178885 | |
| 1 | 77605 | 7.2% |
| 8 | 77605 | 7.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1073310 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 405231 | |
| 2 | 333984 | |
| . | 178885 | |
| 1 | 77605 | 7.2% |
| 8 | 77605 | 7.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1073310 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 405231 | |
| 2 | 333984 | |
| . | 178885 | |
| 1 | 77605 | 7.2% |
| 8 | 77605 | 7.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1073310 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 405231 | |
| 2 | 333984 | |
| . | 178885 | |
| 1 | 77605 | 7.2% |
| 8 | 77605 | 7.2% |
Interactions
Correlations
| con | ent | h_mud | ing | mpio | p1 | p10 | p11 | p12 | p13 | p14 | p15 | p2 | p3 | p4 | p5 | p6 | p7 | p8 | p9 | v_sel | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| con | 1.000 | 0.042 | 0.003 | 0.009 | 0.129 | 0.008 | 0.016 | 0.039 | 0.038 | 0.046 | 0.007 | 0.001 | 0.005 | 0.013 | 0.008 | -0.009 | 0.000 | 0.011 | 0.020 | 0.005 | 0.010 | 0.023 |
| ent | 0.042 | 1.000 | 0.027 | -0.009 | 0.333 | -0.047 | 0.080 | -0.086 | -0.061 | -0.061 | 0.102 | 0.112 | -0.037 | -0.057 | -0.041 | -0.060 | -0.039 | 0.120 | 0.123 | 0.127 | 0.014 | 0.052 |
| h_mud | 0.003 | 0.027 | 1.000 | 0.000 | 0.019 | 0.011 | 0.012 | 0.015 | 0.013 | 0.015 | 0.016 | 0.017 | 0.017 | 0.016 | 0.018 | 0.010 | 0.014 | 0.013 | 0.014 | 0.018 | 0.007 | 0.013 |
| ing | 0.009 | -0.009 | 0.000 | 1.000 | 0.001 | -0.144 | 0.027 | -0.148 | -0.053 | -0.034 | 0.027 | 0.018 | -0.115 | -0.145 | -0.112 | -0.073 | -0.046 | 0.024 | 0.029 | 0.052 | 0.006 | 0.019 |
| mpio | 0.129 | 0.333 | 0.019 | 0.001 | 1.000 | -0.004 | 0.048 | 0.013 | 0.032 | 0.084 | 0.043 | 0.052 | 0.030 | -0.003 | 0.034 | -0.017 | 0.059 | 0.042 | 0.040 | 0.036 | 0.013 | 0.041 |
| p1 | 0.008 | -0.047 | 0.011 | -0.144 | -0.004 | 1.000 | 0.234 | 0.419 | 0.213 | 0.263 | 0.185 | 0.180 | 0.416 | 0.743 | 0.405 | 0.426 | 0.288 | 0.366 | 0.318 | 0.281 | 0.013 | 0.082 |
| p10 | 0.016 | 0.080 | 0.012 | 0.027 | 0.048 | 0.234 | 1.000 | 0.236 | 0.109 | 0.132 | 0.187 | 0.190 | 0.172 | 0.223 | 0.170 | 0.142 | 0.121 | 0.276 | 0.256 | 0.364 | 0.009 | 0.056 |
| p11 | 0.039 | -0.086 | 0.015 | -0.148 | 0.013 | 0.419 | 0.236 | 1.000 | 0.289 | 0.357 | 0.194 | 0.201 | 0.469 | 0.417 | 0.461 | 0.320 | 0.381 | 0.267 | 0.263 | 0.315 | 0.010 | 0.052 |
| p12 | 0.038 | -0.061 | 0.013 | -0.053 | 0.032 | 0.213 | 0.109 | 0.289 | 1.000 | 0.319 | 0.097 | 0.109 | 0.250 | 0.219 | 0.253 | 0.258 | 0.334 | 0.136 | 0.147 | 0.154 | 0.011 | 0.087 |
| p13 | 0.046 | -0.061 | 0.015 | -0.034 | 0.084 | 0.263 | 0.132 | 0.357 | 0.319 | 1.000 | 0.123 | 0.137 | 0.323 | 0.277 | 0.325 | 0.292 | 0.393 | 0.164 | 0.172 | 0.194 | 0.009 | 0.079 |
| p14 | 0.007 | 0.102 | 0.016 | 0.027 | 0.043 | 0.185 | 0.187 | 0.194 | 0.097 | 0.123 | 1.000 | 0.352 | 0.164 | 0.177 | 0.157 | 0.096 | 0.100 | 0.199 | 0.213 | 0.275 | 0.013 | 0.013 |
| p15 | 0.001 | 0.112 | 0.017 | 0.018 | 0.052 | 0.180 | 0.190 | 0.201 | 0.109 | 0.137 | 0.352 | 1.000 | 0.171 | 0.184 | 0.172 | 0.112 | 0.120 | 0.208 | 0.206 | 0.255 | 0.013 | 0.014 |
| p2 | 0.005 | -0.037 | 0.017 | -0.115 | 0.030 | 0.416 | 0.172 | 0.469 | 0.250 | 0.323 | 0.164 | 0.171 | 1.000 | 0.421 | 0.747 | 0.315 | 0.467 | 0.241 | 0.226 | 0.244 | 0.014 | 0.052 |
| p3 | 0.013 | -0.057 | 0.016 | -0.145 | -0.003 | 0.743 | 0.223 | 0.417 | 0.219 | 0.277 | 0.177 | 0.184 | 0.421 | 1.000 | 0.435 | 0.421 | 0.299 | 0.340 | 0.305 | 0.277 | 0.007 | 0.082 |
| p4 | 0.008 | -0.041 | 0.018 | -0.112 | 0.034 | 0.405 | 0.170 | 0.461 | 0.253 | 0.325 | 0.157 | 0.172 | 0.747 | 0.435 | 1.000 | 0.310 | 0.469 | 0.233 | 0.218 | 0.244 | 0.014 | 0.054 |
| p5 | -0.009 | -0.060 | 0.010 | -0.073 | -0.017 | 0.426 | 0.142 | 0.320 | 0.258 | 0.292 | 0.096 | 0.112 | 0.315 | 0.421 | 0.310 | 1.000 | 0.428 | 0.219 | 0.207 | 0.170 | 0.014 | 0.131 |
| p6 | 0.000 | -0.039 | 0.014 | -0.046 | 0.059 | 0.288 | 0.121 | 0.381 | 0.334 | 0.393 | 0.100 | 0.120 | 0.467 | 0.299 | 0.469 | 0.428 | 1.000 | 0.174 | 0.173 | 0.192 | 0.012 | 0.060 |
| p7 | 0.011 | 0.120 | 0.013 | 0.024 | 0.042 | 0.366 | 0.276 | 0.267 | 0.136 | 0.164 | 0.199 | 0.208 | 0.241 | 0.340 | 0.233 | 0.219 | 0.174 | 1.000 | 0.406 | 0.331 | 0.012 | 0.066 |
| p8 | 0.020 | 0.123 | 0.014 | 0.029 | 0.040 | 0.318 | 0.256 | 0.263 | 0.147 | 0.172 | 0.213 | 0.206 | 0.226 | 0.305 | 0.218 | 0.207 | 0.173 | 0.406 | 1.000 | 0.330 | 0.010 | 0.043 |
| p9 | 0.005 | 0.127 | 0.018 | 0.052 | 0.036 | 0.281 | 0.364 | 0.315 | 0.154 | 0.194 | 0.275 | 0.255 | 0.244 | 0.277 | 0.244 | 0.170 | 0.192 | 0.331 | 0.330 | 1.000 | 0.008 | 0.036 |
| v_sel | 0.010 | 0.014 | 0.007 | 0.006 | 0.013 | 0.013 | 0.009 | 0.010 | 0.011 | 0.009 | 0.013 | 0.013 | 0.014 | 0.007 | 0.014 | 0.014 | 0.012 | 0.012 | 0.010 | 0.008 | 1.000 | 0.007 |
| year | 0.023 | 0.052 | 0.013 | 0.019 | 0.041 | 0.082 | 0.056 | 0.052 | 0.087 | 0.079 | 0.013 | 0.014 | 0.052 | 0.082 | 0.054 | 0.131 | 0.060 | 0.066 | 0.043 | 0.036 | 0.007 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| fol | ent | con | v_sel | n_hog | h_mud | i_per | ing | mpio | ageb | fch_def | p1 | p2 | p3 | p4 | p5 | p6 | p7 | p8 | p9 | p10 | p11 | p12 | p13 | p14 | p15 | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 11B167 | 1 | 40006 | 3 | 1 | 0 | 1.0 | 1300.0 | 5 | 025-1 | 2018-01-23 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 1 | 2018.0 |
| 1 | 11B167 | 1 | 40006 | 3 | 1 | 0 | NaN | NaN | 5 | 025-1 | 2018-01-23 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 1 | 2018.0 |
| 2 | 11B167 | 1 | 40006 | 3 | 1 | 0 | NaN | NaN | 5 | 025-1 | 2018-01-23 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 1 | 2018.0 |
| 3 | 11B167 | 1 | 40006 | 3 | 1 | 0 | NaN | NaN | 5 | 025-1 | 2018-01-23 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 1 | 2018.0 |
| 4 | 11B167 | 1 | 40006 | 3 | 1 | 0 | 1.0 | 1100.0 | 5 | 025-1 | 2018-01-23 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 1 | 2018.0 |
| 5 | 11B167 | 1 | 40006 | 3 | 1 | 0 | NaN | NaN | 5 | 025-1 | 2018-01-23 | 3 | 2 | 3 | 2 | 3 | 2 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 1 | 2018.0 |
| 6 | 11B167 | 1 | 40006 | 4 | 1 | 0 | 1.0 | 600.0 | 5 | 025-1 | 2018-01-12 | 4 | 2 | 4 | 3 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 6 | 4 | 3 | 3 | 2018.0 |
| 7 | 11B167 | 1 | 40006 | 4 | 1 | 0 | NaN | NaN | 5 | 025-1 | 2018-01-12 | 4 | 2 | 4 | 3 | 5 | 4 | 3 | 3 | 2 | 2 | 4 | 6 | 4 | 3 | 3 | 2018.0 |
| 8 | 11B167 | 1 | 40006 | 1 | 1 | 0 | 2.0 | 3500.0 | 5 | 025-1 | 2018-01-23 | 4 | 3 | 4 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 6 | 5 | 3 | 3 | 2018.0 |
| 9 | 11B167 | 1 | 40006 | 1 | 1 | 0 | NaN | NaN | 5 | 025-1 | 2018-01-23 | 4 | 3 | 4 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 6 | 5 | 3 | 3 | 2018.0 |
| fol | ent | con | v_sel | n_hog | h_mud | i_per | ing | mpio | ageb | fch_def | p1 | p2 | p3 | p4 | p5 | p6 | p7 | p8 | p9 | p10 | p11 | p12 | p13 | p14 | p15 | year | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 217130 | 12B212 | 32 | 40385 | 3 | 1 | 0 | 3 | 26000.0 | 56 | 037-9 | NaN | 3 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 2 | NaN |
| 217131 | 12B212 | 32 | 40385 | 2 | 1 | 0 | NaN | 56 | 037-9 | NaN | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 6 | 5 | 3 | 3 | NaN | |
| 217132 | 12B212 | 32 | 40385 | 2 | 1 | 0 | NaN | 56 | 037-9 | NaN | 3 | 4 | 3 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 6 | 5 | 3 | 3 | NaN | |
| 217133 | 12B212 | 32 | 40385 | 1 | 1 | 0 | 2 | 8700.0 | 56 | 037-9 | NaN | 2 | 3 | 2 | 3 | 3 | 3 | 1 | 1 | 1 | 1 | 2 | 3 | 3 | 3 | 1 | NaN |
| 217134 | 12B212 | 32 | 40385 | 4 | 1 | 0 | NaN | 56 | 037-9 | NaN | 4 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 6 | 3 | 3 | 3 | NaN | |
| 217135 | 12B212 | 32 | 40385 | 4 | 1 | 0 | NaN | 56 | 037-9 | NaN | 4 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 6 | 3 | 3 | 3 | NaN | |
| 217136 | 12B212 | 32 | 40385 | 4 | 1 | 0 | NaN | 56 | 037-9 | NaN | 4 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 6 | 3 | 3 | 3 | NaN | |
| 217137 | 12B212 | 32 | 40385 | 4 | 1 | 0 | 2 | 4000.0 | 56 | 037-9 | NaN | 4 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 6 | 3 | 3 | 3 | NaN |
| 217138 | 12B212 | 32 | 40385 | 3 | 1 | 0 | NaN | 56 | 037-9 | NaN | 3 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 1 | 1 | 2 | 2 | 2 | 3 | 2 | NaN | |
| 217139 | 12B212 | 32 | 40385 | 4 | 1 | 0 | NaN | 56 | 037-9 | NaN | 4 | 4 | 4 | 2 | 3 | 3 | 3 | 3 | 2 | 2 | 2 | 6 | 3 | 3 | 3 | NaN |
Duplicate rows
Most frequently occurring
| fol | ent | con | v_sel | n_hog | h_mud | ing | mpio | ageb | fch_def | p1 | p2 | p3 | p4 | p5 | p6 | p7 | p8 | p9 | p10 | p11 | p12 | p13 | p14 | p15 | year | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 28215 | 12A216 | 22 | 40220 | 2 | 1 | 0 | NaN | 14 | 188-6 | NaN | 3 | 3 | 3 | 3 | 3 | 2 | 3 | 2 | 2 | 2 | 3 | 4 | 4 | 3 | 3 | NaN | 18 |
| 28896 | 12B152 | 19 | 40562 | 3 | 1 | 0 | NaN | 46 | 099-8 | 2018-01-03 | 3 | 3 | 4 | 3 | 4 | 4 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 3 | 2018.0 | 16 |
| 33694 | 12B175 | 25 | 40415 | 3 | 1 | 0 | NaN | 6 | 031-A | 2020-03-18 | 4 | 3 | 4 | 3 | 5 | 3 | 3 | 3 | 2 | 2 | 3 | 6 | 3 | 3 | 3 | 2020.0 | 16 |
| 33695 | 12B175 | 25 | 40415 | 3 | 1 | 0 | NaN | 6 | 031-A | NaN | 3 | 2 | 3 | 3 | 4 | 3 | 3 | 3 | 2 | 2 | 2 | 6 | 3 | 3 | 3 | NaN | 16 |
| 5913 | 11A202 | 19 | 40364 | 3 | 1 | 0 | NaN | 26 | 095-7 | 2022-04-08 | 2 | 2 | 2 | 2 | 4 | 4 | 1 | 2 | 2 | 1 | 3 | 6 | 3 | 3 | 3 | 2022.0 | 15 |
| 5914 | 11A202 | 19 | 40364 | 3 | 1 | 0 | NaN | 26 | 095-7 | 2022-04-09 | 3 | 3 | 3 | 3 | 3 | 3 | 2 | 2 | 1 | 2 | 3 | 3 | 3 | 3 | 3 | 2022.0 | 15 |
| 9600 | 11B154 | 5 | 40269 | 1 | 1 | 0 | NaN | 30 | 040-7 | 2018-03-12 | 4 | 4 | 4 | 4 | 5 | 4 | 3 | 3 | 2 | 1 | 2 | 6 | 3 | 3 | 3 | 2018.0 | 15 |
| 25971 | 12A202 | 22 | 40191 | 4 | 1 | 0 | NaN | 14 | 236-7 | NaN | 3 | 2 | 3 | 2 | 2 | 3 | 2 | 2 | 1 | 2 | 2 | 4 | 3 | 3 | 3 | NaN | 15 |
| 26149 | 12A203 | 14 | 40593 | 3 | 1 | 1 | NaN | 39 | 211-1 | NaN | 4 | 4 | 4 | 4 | 4 | 4 | 3 | 3 | 2 | 2 | 4 | 6 | 5 | 3 | 3 | NaN | 15 |
| 33693 | 12B175 | 25 | 40415 | 3 | 1 | 0 | NaN | 6 | 031-A | 2020-01-17 | 4 | 2 | 3 | 2 | 4 | 4 | 3 | 3 | 2 | 2 | 2 | 4 | 2 | 3 | 2 | 2020.0 | 15 |